Vuorio, Risto

1. Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
   2019/10/30 by Risto Vuorio, Vuorio, Risto, Shaohua Sun +5 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
2. Hypernetworks in Meta-Reinforcement Learning
   2022/10/20 by Beck, Jacob, Jackson, Matthew Thomas, Vuorio, Risto +1 · 8 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
3. A Tutorial on Meta-Reinforcement Learning
   2023/01/19 by Beck, Jacob, Vuorio, Risto, Liu, Evan Zheran +4 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem
   2019/11/25 by Holler, John, Vuorio, Risto, Qin, Zhiwei +6 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control
   2024/02/09 by Xiong Zheng, Risto Vuorio, Xiong, Zheng +9 · 3 citations
   Engineering · #Modular Robots and Swarm Intelligence
6. Recurrent Hypernetworks are Surprisingly Strong in Meta-RL
   2023/09/26 by Beck, Jacob, Vuorio, Risto, Xiong, Zheng +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
7. A Bayesian Solution To The Imitation Gap
   2024/06/29 by Risto Vuorio, Mattie Fellows, Vuorio, Risto +7 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning